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Unveiling the relationships between visibility, information technologies and innovation management for sustainability performance: an empirical study 揭示能见度、信息技术和创新管理对可持续发展绩效的关系:实证研究
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-05-09 DOI: 10.1108/ejim-12-2023-1139
Gabriela Citlalli Lopez-Torres, Giovanni Schiuma, Jaime Muñoz-Arteaga, Francisco Javier Alvarez-Torres
<h3>Purpose</h3><p>The paper investigates how visibility, information technology and innovation management impact sustainability performance. It proposes a framework explaining the role of visibility in driving firms' sustainable performance and the relevance of innovation management and information technologies in enhancing organisational visibility. This study intends to add to the discussion within the management literature about the potential of innovation management to drive sustainability. It seeks to provide insight into the practices that small and medium-sized enterprises (SMEs) can adopt to improve their sustainable performance.</p><!--/ Abstract__block --><h3>Design/methodology/approach</h3><p>Using empirical methods, the study investigates SMEs in central Mexico. The demographic information in the dataset includes 15 years as an average length of service from firms. Of the surveyed firms, 70% were from the manufacturing sector and 30% were from the service sector, as these are the most representative sectors of the productive region. A variance-based structural equation model approach was used to test the hypotheses, processed with the partial least squares (PLS) regression method.</p><!--/ Abstract__block --><h3>Findings</h3><p>The research results show that visibility significantly impacts sustainability performance. Innovation management has a higher influence on visibility than information technologies, emphasising the need to improve the quality of information in firms, not just the tools. The findings support managers in comprehending the crucial importance of visibility in aiding firms to achieve higher sustainability performance.</p><!--/ Abstract__block --><h3>Research limitations/implications</h3><p>The study only examined a sample of Mexican SMEs; therefore, the findings' generalizability must be considered within this context. Secondly, the survey only focused on services and manufacturing firms and a more detailed analysis of the sector could provide further clarity on the relationships between variables. As a result, future research should consider these limitations and explore additional contexts to improve the overall understanding of the topic. Moreover, the scale used to measure the variables was adapted from other researchers with similar context research and reflective variables.</p><!--/ Abstract__block --><h3>Practical implications</h3><p>The results provide helpful information for SME managers about the importance of focusing on innovation management processes and employing information technologies as crucial managerial strategies. This will aid in increasing visibility and supporting the development of sustainability performance in firms.</p><!--/ Abstract__block --><h3>Social implications</h3><p>The world red-code, among others, with climate change and social gaps, has generated the need to contribute to sustainable development, and it has mobilised people on all levels all over the world for the si
本文探讨了知名度、信息技术和创新管理如何影响可持续发展绩效。它提出了一个框架,解释了知名度在推动企业可持续绩效方面的作用,以及创新管理和信息技术在提高组织知名度方面的相关性。本研究旨在为管理文献中关于创新管理推动可持续发展的潜力的讨论添砖加瓦。本研究采用实证方法,调查了墨西哥中部的中小型企业。数据集中的人口统计信息包括企业的平均服务年限为 15 年。在接受调查的企业中,70% 来自制造业,30% 来自服务业,因为这两个行业是该生产地区最具代表性的行业。研究结果表明,知名度对可持续发展绩效有显著影响。与信息技术相比,创新管理对能见度的影响更大,这强调了提高企业信息质量的必要性,而不仅仅是工具。研究局限性/启示本研究仅对墨西哥中小型企业进行了抽样调查,因此必须在此背景下考虑研究结果的普遍性。其次,调查只侧重于服务业和制造业企业,对行业进行更详细的分析可进一步明确变量之间的关系。因此,未来的研究应考虑这些局限性,并探索更多的背景,以提高对该主题的整体理解。此外,用于测量变量的量表是从其他研究人员的类似背景研究和反映变量中改编而来的。社会意义气候变化和社会差距等世界红码催生了为可持续发展做出贡献的需求,并动员了全世界各个层面的人们为保护生命这一简单目的而努力。因此,社会作为影响这种红色代码情况并受其影响的一个重要群体,应采取行动提高能见 度,利用高质量的信息(如透明、可获取和相关的信息)和信息技术来促进可持续的做法。这可能意味着,社会应做好准备,纳入新的能力和空间,作为一个参与性社区进行知识交流,从而促进更好的可持续发展动力,扩大对公共决策的参与。此外,政府应鼓励数字民主(如开发社会参与平台),开放并协调规则和机制,将高质量信息与信息技术结合起来,提供支持可持续发展的灵活而充分的服务,如努力建设可持续发展的智能城市。如何通过管理驱动力提高可持续发展绩效是一个关键问题。本研究通过实证研究探讨了可见性与可持续发展绩效、创新管理和信息技术与可见性之间的关系。
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引用次数: 0
Ten years of Industry 4.0 adoption: external and internal perspective in a systemic model towards Industry 5.0 采用工业 4.0 十年:迈向工业 5.0 系统模型中的外部和内部视角
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-05-07 DOI: 10.1108/ejim-12-2023-1099
Michela Piccarozzi, Cecilia Silvestri, Fabrizio Rossi, Katarzyna Szopik-Depczyńska, Giuseppe Ioppolo

Purpose

This study aims to provide a systemic and integrated view of how Industry 4.0 and its enabling technologies affect companies' internal and external environments. It offers a comprehensive view of the contribution about ten years after the start of the Fourth Industrial Revolution.

Design/methodology/approach

The study performs a systematic literature review based on Industry 4.0 management literature. Analyzing the results of the 308 final papers in the sample made it possible to build a theoretical model to explain the contribution of Industry 4.0 to the internal and external environment of the company.

Findings

The results highlight the contribution of Industry 4.0 to the processes and environment of the company by providing a systemic and integrated view, highlighting the most applied enabling technologies and their internal, external, and combined usefulness in business processes.

Research limitations/implications

Finally, the paper provides a broad view of the Industry 4.0 topic ten years after its origin through an extensive literature analysis that allows us to highlight the significant studies and the areas still under-researched by researchers and opens the debate on the Industry 5.0 scenario.

Originality/value

The model makes it possible to appreciate the role of Industry 4.0 and its enabling technologies in companies in a broad and systemic view and to understand, from a managerial point of view, the interactions, synergies, and possibilities within processes and the reflection on the external environment.

目的本研究旨在提供一个系统性的综合视角,探讨工业 4.0 及其使能技术如何影响企业的内部和外部环境。本研究以工业 4.0 管理文献为基础,进行了系统的文献综述。通过分析样本中 308 篇最终论文的结果,可以建立一个理论模型来解释工业 4.0 对公司内部和外部环境的贡献。研究结果研究结果通过提供一个系统性的综合视角,突出了工业 4.0 对公司流程和环境的贡献,强调了应用最多的使能技术及其在业务流程中的内部、外部和综合效用。原创性/价值该模型使我们有可能从广泛和系统的角度来理解工业 4.0 及其使能技术在企业中的作用,并从管理的角度来理解流程中的互动、协同作用和可能性,以及对外部环境的反思。
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引用次数: 0
Believing in the power of belief: a study on the formation mechanism of innovative behavior from the perspectives of intrinsic and extrinsic spiritual inspiration 相信信念的力量:从内在和外在精神激励的角度研究创新行为的形成机制
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-05-07 DOI: 10.1108/ejim-06-2023-0488
Yuanyuan Liu, Fan Zhang, Bin Li, Pingqing Liu, Shuzhen Liu, Qiong Sun

Purpose

This study reveals the trigger of innovative behavior from the perspective of intrinsic and extrinsic spiritual inspiration and provides a new research idea for the formation mechanism of innovative behavior. The purpose of this study is to provide certain guidance and implications for enterprises to cultivate and enhance employees’ innovative behavior.

Design/methodology/approach

We conducted three studies, collected multi-source data (N = 1,175) from different countries longitudinally, as well as used hierarchical regression analysis and fuzzy-set quantitative comparative analysis to verify the theoretical model.

Findings

According to the findings, both spiritual leadership and career calling have a positive impact on employees’ innovative behavior through the mediating effect of autonomous motivation and the moderating effect of person-vocation fit.

Originality/value

Innovative behavior is the positive professional pursuit of employees, which is difficult to form without the motivation of spiritual factors. Spirituality is a complex concept that contains intrinsic and extrinsic spiritual factors, both of which could stimulate employees’ innovative behavior. Although many discussions have been held on this topic in recent years, little attention has been paid simultaneously to the motivating effects of the two perspectives. Drawn from self-determination theory, this study explores the mechanisms of two spiritual motivation paths (i.e. the intrinsic and extrinsic spiritual motivation paths) in the improvement of employees’ innovative behavior.

目的本研究从内在和外在精神激励的角度揭示了创新行为的诱因,为创新行为的形成机制提供了新的研究思路。设计/方法/途径我们进行了三项研究,纵向收集了来自不同国家的多源数据(N = 1 175),并运用层次回归分析和模糊集定量比较分析验证了理论模型。原创性/价值 创新行为是员工积极的职业追求,没有精神因素的激励很难形成。精神因素是一个复杂的概念,包含内在精神因素和外在精神因素,两者都能激发员工的创新行为。尽管近年来对这一话题进行了许多讨论,但很少有人同时关注这两个角度的激励作用。本研究从自我决定理论出发,探讨了两种精神激励路径(即内在精神激励路径和外在精神激励路径)在改善员工创新行为中的作用机制。
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引用次数: 0
Open innovation at the digital frontier: unraveling the paradoxes and roadmaps for SMEs' successful digital transformation 数字化前沿的开放式创新:揭示中小企业成功数字化转型的悖论和路线图
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-29 DOI: 10.1108/ejim-04-2023-0343
Francesco Paolo Appio, Emanuele Cacciatore, Fabrizio Cesaroni, Antonio Crupi, Veronica Marozzo

Purpose

The purpose of this paper is to fill a gap in the literature regarding the open innovation management approaches that small and medium-sized enterprises (SMEs) can use to access digital technologies and incorporate them into their organizational processes. The research question is: What organizational and process-level managerial actions do SMEs take to successfully access and implement digital technologies within their organizational processes?

Design/methodology/approach

Using Guertler et al.'s (2020) Action Innovation Management Research (AIM-R) framework, this study examines the digital transformation experiences of 10 European SMEs to gain insights into the managerial actions that foster successful digital transformation.

Findings

The findings of the paper reveal two major contributions. First, a digital transformation roadmap for SMEs is proposed, with a focus on accessing external resources and reconfiguring internal ones to ease their digital transformation journey. Second, three distinct paradoxes that influence the digital transformation process in SMEs are highlighted, providing useful insights into the challenges and tensions SMEs face during this journey.

Originality/value

This paper provides a unique perspective on the digital transformation of SMEs by examining the managerial actions required for successful technology adoption and revealing the paradoxes that may emerge during this transformative process. The findings form the basis for future research, deepening our understanding of digital transformation in SMEs and providing actionable advice to managers and practitioners navigating this journey.

目的本文旨在填补有关中小型企业(SMEs)可用于获取数字技术并将其纳入组织流程的开放式创新管理方法的文献空白。研究问题是:中小企业采取了哪些组织和流程层面的管理行动,以在其组织流程中成功获取和实施数字技术?设计/方法/途径本研究采用 Guertler 等人(2020 年)的行动创新管理研究(AIM-R)框架,考察了 10 家欧洲中小企业的数字化转型经验,以深入了解促进成功数字化转型的管理行动。首先,本文提出了中小企业数字化转型路线图,重点是利用外部资源和重新配置内部资源,以促进中小企业的数字化转型。其次,本文强调了影响中小型企业数字化转型过程的三个不同悖论,为中小型企业在这一过程中所面临的挑战和紧张局势提供了有益的启示。 原创性/价值 本文通过研究成功采用技术所需的管理行动,揭示了在这一转型过程中可能出现的悖论,为中小型企业的数字化转型提供了一个独特的视角。研究结果为今后的研究奠定了基础,加深了我们对中小企业数字化转型的理解,并为在这一过程中的管理者和从业人员提供了可行的建议。
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引用次数: 0
The Industry 5.0 (I50) paradigm, blockchain-based applications and the smart city 工业 5.0(I50)范式、基于区块链的应用和智慧城市
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-04-10 DOI: 10.1108/ejim-09-2023-0826
Anna Visvizi, Radosław Malik, Gianluca Maria Guazzo, Vilma Çekani

Purpose

Against the background of the I50 paradigm, this paper queries in what ways blockchain and blockchain-based applications deployed in the smart city context facilitate the integration of the I50 paradigm in smart urban contexts.

Design/methodology/approach

A mixed methods approach is applied. First, by means of desk research and thematic literature review, a conceptual model integrating the I50 paradigm, smart city and blockchain-based solutions is built. Second, science mapping bibliometric analysis (SciMat) based on keywords’ co-occurrence is applied to a sample of 491 research articles to identify key domains of blockchain-based applications’ use in smart city. Third, a semi-systematic literature review complements insights gained through SciMat. Fourth, the findings are interpreted through the precepts of the conceptual model devised earlier.

Findings

The key blockchain-based applications in smart cities pertain to two domains, i.e. the foundational, service facilitation-oriented domain, including security (and safety), networks, computing, resource management and the service delivery-oriented domain, including mobility, energy and healthcare. Blockchain serves as the key building block for applications developed to deliver functions specific to each of the thus identified domains. A substantial layering of blockchain-based tools and applications is necessary to advance from the less to the more complex functional domains of the smart city.

Originality/value

At the conceptual level, the intricacies of the (making of the) I50 paradigm are discussed and a case for I50 – smart city – blockchain nexus is made. Easton’s input–output model as well as constructivism is referenced. At the empirical level, the key major domains of blockchain-based applications are discussed; those that bear the prospect of integrating the I50 paradigm in the smart city are highlighted. At the methodological level, a strategic move is made aimed at restoring the literature review’s role as subservient to the key line of exploration, to justify and ultimately support it, rather than to showcase the literature review as the ultimate purpose for itself.

目的在 I50 范式的背景下,本文询问在智慧城市背景下部署的区块链和基于区块链的应用在哪些方面促进了 I50 范式在智慧城市背景下的整合。首先,通过案头研究和专题文献综述,建立了一个整合 I50 范式、智慧城市和基于区块链的解决方案的概念模型。其次,对 491 篇研究文章样本进行了基于关键词共现的科学图谱文献计量分析(SciMat),以确定基于区块链的应用在智慧城市中使用的关键领域。第三,半系统文献综述补充了通过 SciMat 获得的见解。研究结果智慧城市中基于区块链的关键应用涉及两个领域,即以服务促进为导向的基础领域,包括安全(和安保)、网络、计算、资源管理;以及以服务交付为导向的领域,包括移动、能源和医疗保健。区块链是为实现上述各领域特定功能而开发的应用程序的关键构件。在概念层面,讨论了(制作)I50 范式的复杂性,并提出了 I50 - 智慧城市 - 区块链关系的案例。参考了伊斯顿的投入产出模型以及建构主义。在实证层面,讨论了基于区块链的应用的关键主要领域;强调了那些有望将 I50 范式融入智慧城市的领域。在方法论层面,提出了一项战略举措,旨在恢复文献综述的作用,使其服从于关键的探索路线,为其提供理由并最终为其提供支持,而不是将文献综述展示为其自身的最终目的。
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引用次数: 0
Unleashing the power of green innovations: the role of organizational ambidexterity and green culture in achieving corporate sustainability 释放绿色创新的力量:组织灵活性和绿色文化在实现企业可持续发展中的作用
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-03-21 DOI: 10.1108/ejim-04-2023-0274
Muhammad Hafeez, Ida Yasin, Dahlia Zawawi, Shoirahon Odilova, Hussein Ahmad Bataineh

Purpose

This study aims to investigate the effect of organizational ambidexterity (OA) and organizational green culture (OGC) on corporate sustainability (CS) while incorporating the mediating role of green innovation (GI) to provide a detailed insight into CS. The study also presents a research framework based on the Organizational Ambidexterity theory and Natural Resource-based view to explain the factors contributing to CS.

Design/methodology/approach

Using stratified sampling, the study collected data through survey-based empirical research from 307 textile companies registered with the Securities and Exchange Commission of Pakistan (SECP) or the All-Pakistan Textile Mills Association (APTMA). The collected data were analysed using path analysis, mediation analysis and moderation analysis through smart PLS-SEM version 4.0 to assess the composition and causal association of factors.

Findings

The study found a significant relationship between OA and OGC with CS. Furthermore, the study revealed that green innovation partially mediates the relationship between OGC and CS. The proposed research framework can be valuable for promoting and recommending actions to enhance CS.

Research limitations/implications

The study on CS in the textile sector of Pakistan has limitations such as a narrow focus, cross-sectional design and reliance on self-reported data. Future research should explore additional factors, conduct longitudinal research, investigate contextual factors, scrutinize specific green innovation practices and broaden the scope of the study to include SMEs and other textile organizations.

Practical implications

The research framework can help senior executives to foster CS by promoting OGC, OA and GI. Practitioners and academicians can also utilize or further investigate the proposed framework for validation and to foster CS.

Originality/value

This study fills gaps in the existing literature by investigating the mediating effect of GI between OGC and CS. The proposed research framework provides a comprehensive understanding of the factors contributing to CS based on the Organizational Ambidexterity theory and Natural Resource-based view.

目的 本研究旨在探讨组织灵活性(OA)和组织绿色文化(OGC)对企业可持续发展(CS)的影响,同时结合绿色创新(GI)的中介作用,为企业可持续发展提供详细的见解。本研究还提出了一个基于组织灵活性理论和基于自然资源观点的研究框架,以解释导致企业可持续发展的因素。设计/方法/途径本研究采用分层抽样的方法,通过基于调查的实证研究从在巴基斯坦证券交易委员会(SECP)或全巴基斯坦纺织厂协会(APTMA)注册的 307 家纺织公司收集数据。研究发现,OA 和 OGC 与 CS 之间存在显著关系。此外,研究还发现绿色创新在一定程度上调解了 OGC 与 CS 之间的关系。所提出的研究框架对于促进和建议加强企业社会责任的行动很有价值。研究局限性/启示这项关于巴基斯坦纺织业企业社会责任的研究存在一些局限性,例如关注点狭窄、横截面设计以及依赖于自我报告数据。未来的研究应探索更多因素,开展纵向研究,调查背景因素,仔细研究具体的绿色创新实践,并将研究范围扩大到中小企业和其他纺织组织。本研究通过研究 GI 在 OGC 和 CS 之间的中介效应,填补了现有文献的空白。所提出的研究框架基于组织灵巧性理论和基于自然资源的观点,提供了对导致 CS 的因素的全面理解。
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引用次数: 0
Management toward Industry 5.0: a co-workership approach on digital transformation for future innovative manufacturing 面向工业 5.0 的管理:面向未来创新型制造业数字化转型的协同工作方法
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-03-12 DOI: 10.1108/ejim-09-2023-0833
Anna Karin Olsson, Kristina M. Eriksson, Linnéa Carlsson

Purpose

The purpose is to apply the co-workership approach to contribute guidelines for manufacturing managers to exploit the potential of digital technologies through a human-centric perspective.

Design/methodology/approach

A longitudinal single case study within manufacturing including a mix of qualitative methods with 18 in-depth interviews and focus groups with 25 participants covering all organizational levels and functions.

Findings

Findings demonstrate that to re-interpret manufacturing management through the lens of Industry 5.0 (I5.0), managers need to respond to the call for a more human-centric perspective by focusing on organizational prerequisites, such as holistic understanding, inclusive organizational change, leadership practices, learning and innovation processes.

Research limitations/implications

Limitations due to a single case study are compensated with rich data collected over time with the strengths of mixed methods through in-depth interviews and focus groups with participants reflecting and developing ideas jointly.

Practical implications

Managers’ awareness of organizational prerequisites to promote human perspectives in all functions and at all levels in digital transformation is pivotal. Thus, proposed organizational prerequisites are presented as managers’ guidelines for future innovative manufacturing.

Social implications

Findings emphasize the need for digital transformation managers to apply a human-centric perspective acknowledging how organizational changes affect the inclusion of employees, and thus challenge culture, structure, communication and trust toward I5.0.

Originality/value

The study contributes to the emerging field of I5.0 by applying an interdisciplinary approach to understand the elusive phenomena of enfolding technology and humans.

目的 应用协同工作方法,为制造业管理者提供指导方针,以便通过以人为本的视角发掘数字技术的潜力。研究结果 研究结果表明,要通过工业 5.0(I5.0)的视角重新诠释制造业管理,管理者需要通过关注组织的先决条件(如整体理解、包容性组织变革、领导力实践、学习和创新流程)来响应更加以人为本的视角的号召。研究的局限性/影响 通过深入访谈和焦点小组等混合方法,在参与者共同反思和发展想法的基础上,长期收集丰富的数据,弥补了单一案例研究的局限性。社会意义 研究结果强调,数字化转型管理者需要采用以人为本的视角,认识到组织变革如何影响员工的融入,从而对文化、结构、沟通和对 I5.0 的信任提出挑战。
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引用次数: 0
A human-centered perspective on individual risks for digital innovation management: an integrative conceptual review 从以人为本的角度看待数字创新管理中的个人风险:综合概念审查
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-03-08 DOI: 10.1108/ejim-09-2023-0821
Hilda Du Plooy, Francesco Tommasi, Andrea Furlan, Federica Nenna, Luciano Gamberini, Andrea Ceschi, Riccardo Sartori

Purpose

Following the imperative for human-centric digital innovation brought by the paradigm of Industry 5.0, the article aims to integrate the dispersed and multi-disciplinary literature on individual risks for workers to define, explain and predict individual risks related to Industry 4.0 technologies.

Design/methodology/approach

The paper follows the question, “What is the current knowledge and evidence base concerning risks related to Industry 4.0 technologies, and how can this inform digital innovation management in the manufacturing sector through the lens of the Industry 5.0 paradigm?” and uses the method of systematic literature review to identify and discuss potential risks for individuals associated with digital innovation. N = 51 contributions met the inclusion criteria.

Findings

The literature review indicates dominant trends and significant gaps in understanding risks from a human-centric perspective. The paper identifies individual risks, their interplay with different technologies and their antecedents at the social, organizational and individual levels. Despite this, the paper shows how the literature concentrates in studying risks on only a limited number of categories and/or concepts. Moreover, there is a lack of consensus in the theoretical and conceptual frameworks. The paper concludes by illustrating an initial understanding of digital innovation via a human-centered perspective on psychological risks.

Practical implications

Findings yield practical implications. In investing in the adoption, generation or recombination of new digital technologies in organizations, the paper recommends managers ensure to prevent risks at the individual level. Accordingly, the study’s findings can be used as a common starting point for extending the repertoire of managerial practices and interventions and realizing human-centric innovation.

Originality/value

Following the paradigm of Industry 5.0, the paper offers a holistic view of risks that incorporates the central role of the worker as crucial to the success of digital innovation. This human-centric perspective serves to inform the managerial field about important factors in risk management that can result in more effective targeted interventions in risk mitigation approaches. Lastly, it can serve to reinterpret digital innovation management and propose future avenues of research on risk.

目的根据工业 5.0 范式带来的以人为本的数字创新的必要性,本文旨在整合有关工人个人风险的分散和多学科文献,以定义、解释和预测与工业 4.0 技术相关的个人风险。设计/方法/途径本文紧扣 "当前有关工业 4.0 技术相关风险的知识和证据基础是什么,如何通过工业 5.0 范式的视角为制造业的数字化创新管理提供信息?"这一问题,采用系统文献综述的方法,识别和讨论与数字化创新相关的个人潜在风险。文献综述表明了从以人为本的角度理解风险的主要趋势和重大差距。本文从社会、组织和个人层面确定了个人风险、风险与不同技术的相互作用及其前因。尽管如此,本文还是展示了文献是如何将风险研究集中在数量有限的类别和/或概念上的。此外,在理论和概念框架方面也缺乏共识。最后,本文通过以人为本的心理风险视角,阐述了对数字创新的初步理解。在组织投资采用、生成或重组新的数字技术时,本文建议管理者确保从个人层面防范风险。因此,研究结果可作为一个共同的起点,用于扩展管理实践和干预措施的范围,实现以人为本的创新。原创性/价值本文遵循工业 5.0 的范式,提出了一种全面的风险观,将工人的核心作用视为数字创新成功的关键。这种以人为本的视角有助于管理领域了解风险管理中的重要因素,从而更有效地对风险缓解方法进行有针对性的干预。最后,它有助于重新诠释数字创新管理,并提出未来的风险研究途径。
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引用次数: 0
Human-centricity in Industry 5.0 – revealing of hidden research topics by unsupervised topic modeling using Latent Dirichlet Allocation 工业 5.0 中的以人为本--通过使用潜在德里希勒分配(Latent Dirichlet Allocation)的无监督主题建模揭示隐藏的研究课题
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-03-08 DOI: 10.1108/ejim-09-2023-0753
Peter Madzik, Lukas Falat, Luay Jum’a, Mária Vrábliková, Dominik Zimon

Purpose

The set of 2,509 documents related to the human-centric aspect of manufacturing were retrieved from Scopus database and systmatically analyzed. Using an unsupervised machine learning approach based on Latent Dirichlet Allocation we were able to identify latent topics related to human-centric aspect of Industry 5.0.

Design/methodology/approach

This study aims to create a scientific map of the human-centric aspect of manufacturing and thus provide a systematic framework for further research development of Industry 5.0.

Findings

In this study a 140 unique research topics were identified, 19 of which had sufficient research impact and research interest so that we could mark them as the most significant. In addition to the most significant topics, this study contains a detailed analysis of their development and points out their connections.

Originality/value

Industry 5.0 has three pillars – human-centric, sustainable, and resilient. The sustainable and resilient aspect of manufacturing has been the subject of many studies in the past. The human-centric aspect of such a systematic description and deep analysis of latent topics is currently just passing through.

目的从 Scopus 数据库中检索并系统分析了与制造业以人为本相关的 2,509 篇文档。本研究旨在绘制制造业以人为本方面的科学地图,从而为工业 5.0 的进一步研究发展提供系统框架。研究结果本研究确定了 140 个独特的研究课题,其中 19 个具有足够的研究影响力和研究兴趣,因此我们可以将其标记为最重要的课题。除了最重要的课题外,本研究还对这些课题的发展进行了详细分析,并指出了它们之间的联系。原创性/价值工业 5.0 有三大支柱--以人为本、可持续发展和弹性。制造业的可持续发展和弹性是过去许多研究的主题。以人为本方面的系统阐述和对潜在主题的深入分析目前还只是刚刚开始。
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引用次数: 0
Business model innovation and Industry 5.0: a possible integration in GLAM institutions 商业模式创新和工业 5.0:GLAM 机构的可能整合
IF 5.1 3区 管理学 Q1 BUSINESS Pub Date : 2024-03-08 DOI: 10.1108/ejim-09-2023-0825
Antonio Botti, Giovanni Baldi

Purpose

This research delves into the realm of Business Model Innovation (BMI), integrating it with the human-centric, sustainable, and resilient principles of Industry 5.0, proposing a new theoretical framework.

Design/methodology/approach

An abductive approach has been chosen to expand existing knowledge developing new ideas based on emerging phenomena. Data were gathered via semi-structured interviews with directors, managers and curators of public institutions in Italy, Switzerland, Germany and Spain encompassing Galleries, Libraries, Archives, and Museums (GLAM). These data were subsequently subjected to thematic analysis.

Findings

The findings indicate that the main enablers for Business Model Innovation (BMI) in combination with Industry 5.0 encompassed stakeholder, customer and organizational engagement, collaborative environment, knowledge and innovation management, and sustainability. These drivers were effectively leveraged through three pivotal facilitators-inhibitors: technology, resources, and leadership.

Research limitations/implications

The principal constraints are rooted in the narrow contextual focus and the limited participants number. However, upcoming research efforts may broaden the horizons of this multifaceted and extensive investigation.

Originality/value

This study is groundbreaking as it fills a significant gap in the existing literature by integrating Business Model Innovation (BMI) with the Industry 5.0 paradigm, a novel approach that has not been explored previously. Additionally, the inclusion of GLAM institutions in this research adds a unique dimension, as they have been largely overlooked in both research domains.

目的本研究深入探讨了商业模式创新(BMI)领域,将其与工业 5.0 以人为本、可持续发展和弹性原则相结合,提出了一个新的理论框架。通过对意大利、瑞士、德国和西班牙公共机构(包括画廊、图书馆、档案馆和博物馆(GLAM))的主管、经理和策展人进行半结构化访谈收集数据。研究结果研究结果表明,结合工业 5.0 进行商业模式创新(BMI)的主要推动因素包括利益相关者、客户和组织参与、协作环境、知识和创新管理以及可持续性。这些驱动因素通过技术、资源和领导力这三个关键的促进因素-抑制因素得到了有效利用。原创性/价值这项研究具有开创性,因为它将商业模式创新(BMI)与工业 5.0 范式相结合,填补了现有文献中的重大空白。此外,将 GLAM 机构纳入本研究还增加了一个独特的维度,因为这两个研究领域在很大程度上都忽略了 GLAM 机构。
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引用次数: 0
期刊
European Journal of Innovation Management
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